RescaleNew

Directory: matlab
Plat: matlab
Size: 5415KB
Downloads: 40
Upload time: 2011-05-12 16:40:27
Uploader: clatter
Description:   This package includes a multi-class cost-sensitive learning method Rescalenew. This is a general method which can be realized in many ways such as instance-weighting, sampling, threshold-moving, etc. This package includes five implementations of the method, that is, instance-weighting+C4.5, over-sampling+C4.5, under-sampling+C4.5, threshold-moving+NN and threshold-moving+PETs (probability estimation trees).

File list:
CostGenerator
.............\coMatrix.m,447,2009-10-12
.............\ConsistentCostMatrixGen.asv,3647,2009-10-12
.............\ConsistentCostMatrixGen.m,1845,2009-10-12
.............\CostMatrixGen.m,1735,2009-10-12
.............\CostMatrixGenerator.asv,1560,2009-10-12
.............\example.asv,116,2009-10-12
.............\example.m,453,2009-10-12
.............\InconsistentCostMatrixGen.m,1059,2009-10-12
dataset
.......\balance
.......\.......\balance.arff,8714,1999-04-07
.......\.......\balance_info.mat,629,2005-10-31
.......\.......\dataset_info.m,212,2005-10-31
.......\syn-a
.......\.....\syn-a.arff,31599,2006-09-06
.......\.....\syn-a_info.mat,448,2006-09-06
.......\syn-b
.......\.....\syn-b.arff,62597,2006-09-06
.......\.....\syn-b_info.mat,449,2006-09-06
.......\syn-c
.......\.....\syn-c.arff,122763,2006-09-06
.......\.....\syn-c_info.mat,449,2006-09-06
.......\syn-d
.......\.....\syn-d.arff,51337,2006-09-06
.......\.....\syn-d_info.mat,448,2006-09-06
.......\syn-e
.......\.....\syn-e.arff,104749,2006-09-06
.......\.....\syn-e_info.mat,447,2006-09-06
.......\syn-f
.......\.....\syn-f.arff,207138,2006-09-06
.......\.....\syn-f_info.mat,448,2006-09-06
lib
...\src
...\...\weka
...\...\....\associations
...\...\....\............\Apriori.java,42204,2005-10-19
...\...\....\............\AprioriItemSet.java,17530,2005-10-19
...\...\....\............\Associator.java,3459,2004-06-15
...\...\....\............\CaRuleGeneration.java,9167,2004-08-19
...\...\....\............\CARuleMiner.java,2480,2004-08-19
...\...\....\............\ItemSet.java,11807,2005-10-19
...\...\....\............\LabeledItemSet.java,12584,2005-10-19
...\...\....\............\PredictiveApriori.java,23137,2005-10-19
...\...\....\............\PriorEstimation.java,18160,2004-08-19
...\...\....\............\RuleGeneration.java,14040,2004-06-15
...\...\....\............\RuleItem.java,6703,2004-06-15
...\...\....\............\tertius
...\...\....\............\.......\AttributeValueLiteral.java,2782,2004-01-21
...\...\....\............\.......\Body.java,2878,2003-10-02
...\...\....\............\.......\Head.java,2905,2003-10-02
...\...\....\............\.......\IndividualInstance.java,1600,2003-10-02
...\...\....\............\.......\IndividualInstances.java,2303,2004-01-27
...\...\....\............\.......\IndividualLiteral.java,1413,2003-10-02
...\...\....\............\.......\Literal.java,1941,2003-10-02
...\...\....\............\.......\LiteralSet.java,10192,2005-10-19
...\...\....\............\.......\Predicate.java,2240,2003-10-02
...\...\....\............\.......\Rule.java,24879,2005-10-19
...\...\....\............\.......\SimpleLinkedList.java,7563,2003-10-02
...\...\....\............\Tertius.java,50887,2005-10-19
...\...\....\attributeSelection
...\...\....\..................\ASEvaluation.java,3790,2002-12-05
...\...\....\..................\ASSearch.java,2384,2002-12-05
...\...\....\..................\AttributeEvaluator.java,1502,2001-03-14
...\...\....\..................\AttributeSelection.java,33898,2005-10-19
...\...\....\..................\AttributeTransformer.java,2122,2001-08-30
...\...\....\..................\BestFirst.java,22307,2004-04-29
...\...\....\..................\CfsSubsetEval.java,26090,2003-12-14
...\...\....\..................\ChiSquaredAttributeEval.java,11876,2002-06-14
...\...\....\..................\ClassifierSubsetEval.java,19210,2005-10-19
...\...\....\..................\ConsistencySubsetEval.java,11340,2003-06-26
...\...\....\..................\ErrorBasedMeritEvaluator.java,1141,2001-03-14
...\...\....\..................\ExhaustiveSearch.java,15643,2002-12-05
...\...\....\..................\GainRatioAttributeEval.java,10094,2002-12-05
...\...\....\..................\GeneticSearch.java,32074,2003-11-07
...\...\....\..................\GreedyStepwise.java,19832,2004-04-06
...\...\....\..................\HoldOutSubsetEvaluator.java,2512,2001-03-14
...\...\....\..................\InfoGainAttributeEval.java,11984,2002-06-14
...\...\....\..................\OneRAttributeEval.java,11421,2004-01-12
...\...\....\..................\PrincipalComponents.java,25414,2002-12-05
...\...\....\..................\RaceSearch.java,50725,2005-10-19
...\...\....\..................\RandomSearch.java,15866,2003-10-17
...\...\....\..................\RankedOutputSearch.java,3711,2001-08-30
...\...\....\..................\Ranker.java,16539,2004-04-28
...\...\....\..................\RankSearch.java,11261,2005-10-19
...\...\....\..................\ReliefFAttributeEval.java,32212,2002-12-05
...\...\....\..................\StartSetHandler.java,1673,2001-08-30
...\...\....\..................\SubsetEvaluator.java,1477,2001-03-14
...\...\....\..................\SVMAttributeEval.java,21446,2004-01-21
...\...\....\..................\SymmetricalUncertAttributeEval.java,9980,2002-12-05
...\...\....\..................\UnsupervisedAttributeEvaluator.java,1143,2001-03-14
...\...\....\..................\UnsupervisedSubsetEvaluator.java,1136,2001-03-14
...\...\....\..................\WrapperSubsetEval.java,15497,2005-10-19
...\...\....\classifiers
...\...\....\...........\bayes
...\...\....\...........\.....\AODE.java,17007,2004-06-08
...\...\....\...........\.....\BayesNet.java,36216,2005-10-19
...\...\....\...........\.....\ComplementNaiveBayes.java,15139,2003-12-17
...\...\....\...........\.....\NaiveBayes.java,15368,2006-04-04
...\...\....\...........\.....\NaiveBayesMultinomial.java,10165,2004-03-04

Download users:

Relate files:

Comment: Add Comment

Favorite users: